Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ABTB1

Gene summary for ABTB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABTB1

Gene ID

80325

Gene nameankyrin repeat and BTB domain containing 1
Gene AliasBPOZ
Cytomap3q21.3
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q969K4


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
80325ABTB1LZE4THumanEsophagusESCC1.06e-062.15e-010.0811
80325ABTB1LZE7THumanEsophagusESCC2.49e-114.51e-010.0667
80325ABTB1LZE8THumanEsophagusESCC6.49e-041.23e-010.067
80325ABTB1LZE22D1HumanEsophagusHGIN3.40e-041.64e-010.0595
80325ABTB1LZE22THumanEsophagusESCC6.46e-063.07e-010.068
80325ABTB1LZE24THumanEsophagusESCC2.28e-234.95e-010.0596
80325ABTB1LZE6THumanEsophagusESCC2.43e-083.13e-010.0845
80325ABTB1P1T-EHumanEsophagusESCC1.00e-063.92e-010.0875
80325ABTB1P2T-EHumanEsophagusESCC1.74e-326.57e-010.1177
80325ABTB1P4T-EHumanEsophagusESCC1.94e-071.60e-010.1323
80325ABTB1P5T-EHumanEsophagusESCC4.63e-089.39e-020.1327
80325ABTB1P8T-EHumanEsophagusESCC1.74e-133.75e-010.0889
80325ABTB1P9T-EHumanEsophagusESCC1.04e-112.47e-010.1131
80325ABTB1P10T-EHumanEsophagusESCC6.29e-183.60e-010.116
80325ABTB1P11T-EHumanEsophagusESCC1.92e-103.85e-010.1426
80325ABTB1P12T-EHumanEsophagusESCC1.77e-183.80e-010.1122
80325ABTB1P15T-EHumanEsophagusESCC2.48e-204.16e-010.1149
80325ABTB1P16T-EHumanEsophagusESCC6.79e-479.00e-010.1153
80325ABTB1P17T-EHumanEsophagusESCC2.41e-051.51e-010.1278
80325ABTB1P19T-EHumanEsophagusESCC9.93e-083.20e-010.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000641418EsophagusHGINtranslational elongation22/258755/187231.46e-065.56e-0522
GO:000641419EsophagusESCCtranslational elongation41/855255/187231.26e-051.16e-0441
GO:000641416Oral cavityOSCCtranslational elongation37/730555/187232.03e-051.94e-0437
GO:000641417Oral cavityLPtranslational elongation25/462355/187236.27e-045.71e-0325
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ABTB1insertionIn_Frame_Insnovelc.277_278insAAGGGATGTTTTp.Ala93delinsGluGlyMetPheSerp.A93delinsEGMFSQ969K4protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABTB1insertionIn_Frame_Insnovelc.278_279insTCTCCGp.Ala93_Ser94insLeuArgp.A93_S94insLRQ969K4protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABTB1deletionIn_Frame_Delnovelc.1145_1177delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Gly383_Leu393delp.G383_L393delQ969K4protein_codingTCGA-GM-A3XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
ABTB1SNVMissense_Mutationc.346N>Ap.Asp116Asnp.D116NQ969K4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
ABTB1SNVMissense_Mutationrs141326451c.941N>Tp.Ser314Leup.S314LQ969K4protein_codingtolerated(0.2)benign(0.001)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ABTB1SNVMissense_Mutationrs755880704c.1132G>Ap.Glu378Lysp.E378KQ969K4protein_codingtolerated(0.17)benign(0.022)TCGA-A6-5660-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
ABTB1SNVMissense_Mutationnovelc.806A>Tp.Asn269Ilep.N269IQ969K4protein_codingtolerated(0.19)benign(0.009)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ABTB1SNVMissense_Mutationc.346N>Ap.Asp116Asnp.D116NQ969K4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
ABTB1SNVMissense_Mutationc.781N>Tp.Pro261Serp.P261SQ969K4protein_codingtolerated(0.08)probably_damaging(0.936)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ABTB1SNVMissense_Mutationc.367N>Tp.Gly123Trpp.G123WQ969K4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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